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hw3/README.md

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+## Setup the environment
+```
+# remove the content 'pytorch-cuda=11.7 -c pytorch -c nvidia' if you are a mac user or are not going to use GPU
+conda install pytorch==2.0.0 pytorch-cuda=11.7 -c pytorch -c nvidia
+pip install 'gymnasium[classic_control]==0.27.1'
+pip install matplotlib==3.7.1
+pip install tensorboardX==2.6.4
+```
+
+## Complete the code
+
+The files that you are going to implement are:
+
+- `src/pg_agent.py`
+- `src/policies.py`
+- `src/critics.py`
+- `src/utils.py`
+
+See the [Assignment PDF](hw3.pdf) for more instructions.
+
+## Submission
+
+You should submit your code and the training logs, as well as your report on Canvas.